Gene Expression Network Reconstruction by Convex Feature Selection when Incorporating Genetic Perturbations.
Benjamin A. LogsdonJason G. MezeyPublished in: PLoS Comput. Biol. (2010)
Keyphrases
- gene expression
- gene expression data
- microarray data
- microarray
- feature selection
- gene expression data sets
- gene selection
- gene networks
- biological processes
- gene expression data analysis
- dna microarray
- cancer classification
- microarray datasets
- gene regulation
- gene interactions
- gene expression profiles
- high dimensionality
- network model
- regulatory networks
- differentially expressed genes
- network structure
- functional genomics
- feature space
- biological knowledge
- gene expression patterns
- protein interaction
- microarray data analysis
- complex networks
- colon cancer
- machine learning
- support vector machine
- high dimensional
- feature set
- cancer diagnosis
- analysis of gene expression